17 citations · 28 across the 3 of their papers we have counts for
3 papers
Hidden Markov Model Applications in Change-Point Analysis
The Minh Luong, Vittorio Perduca, Gregory Nuel
The detection of change-points in heterogeneous sequences is a statistical challenge with many applications in fields such as finance, signal analysis and biology. A wide variety o…
Fast estimation of the ICL criterion for change-point detection problems with applications to Next-Generation Sequencing data
Alice Cleynen, The Minh Luong, Guillem Rigaill +1
In this paper, we consider the Integrated Completed Likelihood (ICL) as a useful criterion for estimating the number of changes in the underlying distribution of data in problems w…
Fast estimation of posterior probabilities in change-point models through a constrained hidden Markov model
The-Minh Luong, Yves Rozenholc, Gregory Nuel
The detection of change-points in heterogeneous sequences is a statistical challenge with applications across a wide variety of fields. In bioinformatics, a vast amount of methodol…